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Haoxiang Zhang
I am a computer science Ph.D. student at NYU Tandon, advised by Prof. Juliana
Freire.
Prior to this, I completed my master's and undergraduate studies at UCLA.
My focus lies in the areas of machine learning and data management.
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Google Scholar /
ACM Profile /
LinkedIn
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Using Pipeline Performance Prediction to Accelerate AutoML Systems
Haoxiang Zhang,
Roque López, Aécio Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire
Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning
(SIGMOD DEEM 2023)
Best Paper Award
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ACM DL
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eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems
Haoxiang Zhang,
Juliana Freire, Yash Garg
arXiv, 2023
arXiv
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DSDD: Domain-Specific Dataset Discovery on the Web
Haoxiang Zhang,
Aécio Santos, Juliana Freire
Proceedings of the 30th ACM International Conference on Information & Knowledge Management
(CIKM 2021)
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ACM DL
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Sampling Methods for Inner Product Sketching
Majid Daliri, Juliana Freire, Christopher Musco, Aécio Santos,
Haoxiang Zhang
International Conference on Very Large Data Bases
(VLDB 2024)
arXiv
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Simple Analysis of Priority Sampling
Majid Daliri, Juliana Freire, Christopher Musco, Aécio Santos,
Haoxiang Zhang
SIAM Symposium on Simplicity in Algorithms
(SOSA 2024)
arXiv
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Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation
Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio Santos,
Haoxiang Zhang
Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems
(PODS 2023)
arXiv
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ACM DL
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NYUCIN at the NTCIR-16 Dataset Search 2 Task
Levy Silva, Luciano Barbosa, Sonia Castelo,
Haoxiang Zhang,
Aécio Santos, Juliana Freire
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies
(NTCIR 16)
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Visualizing trends of key roles in news articles
Chen Xia*,
Haoxiang Zhang*,
Jacob Moghtader, Allen Wu, Kai-Wei Chang
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing: System Demonstrations
(EMNLP-IJCNLP 2019: Demo)
arXiv
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Dynamic word embedding for news analysis
Haoxiang Zhang
Master Thesis, University of California Los Angeles
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